Paper 1


The practice of science in candidate assessment: are our choices informed by science?

In our first paper, we considered whether talent acquisition specialists are using the wealth of evidence available to them when making choices around candidate selection methods. We were exploring this as a recent research article (Woods, et al. 2019) has argued that digital selection procedures have forged ahead of research and are being introduced with organizations blind to their effectiveness.

We shared data from the Institute of Student Employers (ISE, 2019) showing the rank order of the prevalence of selection tools used in graduate assessment to 'screen' applications (so before candidates get to the more expensive face-to-face stages).

We then compared this with the rank order of the utility of these different tools. By ‘utility’ we mean the return on investment that is realized from identifying higher caliber candidates and the extent to which this outweighs the cost of using the assessment.


We calculated utility through modelling a typical graduate recruitment process and using a combination of:


  • the validity of the assessment method
  • the number of people to be assessed/hired
  • the cut score which can be typically used to sift candidates using this tool - guided by best practice from the British Psychological Society (Psychological Testing Centre, 2006)

Table 1 shows the outcome of our analysis.

Screen out method table
Table 1. Comparing the prevalence of different 'screen' methods with their utility.

Whilst it couldn’t be included in Table 1, as we followed the ISE classifications, our research found a combined score made from personality/motivation questionnaires and aptitude tests has the highest utility in terms of screening out candidates in a high-volume selection process.

We concluded that choices around which assessment methods to use in candidate selection are not informed by science. We encouraged attendees to:



  • Avoid low utility screeners (application forms and CVs)
  • Use combinations of high utility screeners (personality questionnaires combined with aptitude tests)
  • Continue to adopt ways of using the most valid assessments to power later stages of a selection process

Watch the short video summary of this paper

Martin Kavanagh paper 1 video summary
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Find out about the other papers we presented at the DOP Annual Conference 2020:

PAPER 2

Positive & negative prediction: a criterion-related validity study with a global IT services company

PAPER 3

Introducing a new candidate selection method in an evidence-based way: an example from a UK retailer

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